chOpen-ML-Workshop-2018

This is the repository for my workshop Machine Learning for Software Developers at CH Open Workshop Days 2018.

Here you will find the environment to follow the workshop and to run the exercises and the exercises themselves along with suggested solutions. After the workshop, I'll upload the slides as well.

Prepare environment

1. Install Docker
   • Download for Windows 10
   • Download for Windows < 10
   • Download for Mac
   • For Linux: Install Docker CE "Server" from here or install from your usual package manager
2. Start Docker Service
3. Clone this repository

Run environment

Linux

1. Open terminal

2. Execute docker run -d --init --rm --mount type=bind,src=/home/yourname/your-dir-from-pt-3-above,dst=/data -p 127.0.0.1:8888:8888 tobycheese/chopen-ml-workshop-2018

   (the first time you do this, the docker image will be downloaded, which will take a while)

MacOs

1. Open terminal
2. As above but replace /home with /Users

Windows (untested)

1. Run cmd.exe
2. As above but replace /home/yourname/your-dir-from-pt-3-above with c:\path\to\your-dir-from-pt-3-above

Access environment

• Browse to http://127.0.0.1:8888/

Stop environment

1. Save all your open notebooks
2. Find container id: docker ps
3. Stop container: docker stop <container-id>
4. Stop Docker service

Update environment

1. Stop container if running: docker stop <container-id>
2. Download updated image: docker pull tobycheese/chopen-ml-workshop-2018